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Best Data Analysis Software for Mac

Using a Mac doesn’t mean limited software choices. In fact, many data analysis tools offer smooth performance and Apple-centric features, making them ideal for Mac users. Below, we’ve curated top data analysis software solutions specifically for macOS—each with a user-friendly interface, robust functionality, and easy setup on your Mac device.
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★★★★★4.6 average rating from 143 reviews
Last Updated: October 09, 2026
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Popular Picks in Data Analysis Software

Explo Logo

Explo

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Google Analytics 360

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Microsoft Power BI Logo

Microsoft Power BI

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IBM Cognos Analytics Logo

IBM Cognos Analytics

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Complete Product Directory

List of Top Data Analysis Software for Mac

Review each product’s overview, then open available tabs for buyer fit, use cases, features, integrations, pros and cons, and pricing.

Data Analysis Software for Mac Products

Overview is available for every product. Additional tabs appear only when matching profile information exists.

25 products shown
#1

datapine

🏆 SW Recommended

Modern Business Intelligence & Dashboard Platform

★★★★★ 5.0 (3 Reviews)
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Overview

Datapine is an intuitive business intelligence tool designed to simplify data analysis. With its user-friendly interface, Datapine empowers users to harness the full potential of their data without the need for extensive technical expertise. The platform offers customizable dashb...

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Free TrialAvailable Starting PriceContact Vendor HeadquartersGermany
#2

Workday Adaptive Planning

🏆 SW Recommended

The EPM software that has it all

★★★★★ 5.0 (2 Reviews)
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Overview

Workday Adaptive Planning is an advanced cloud-based enterprise performance management (EPM) software. The platform also offers financial planning and analysis (FP&A) solutions to empower organizations with agile and effective planning capabilities. It enables businesses to creat...

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Free Trial30 Days Starting PriceContact Vendor HeadquartersUnited States
#3

Domo

🏆 SW Recommended

Put data to work and help everyone multiply their impact.

★★★★★ 5.0 (2 Reviews)
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Overview

Domo is a cloud-based business intelligence and data analytics platform that helps organizations bring together data from across their entire enterprise into one unified, real-time view. Instead of juggling multiple reporting tools or relying on static spreadsheets, Domo centrali...

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Free Trial30 Days Starting PriceContact Vendor HeadquartersUnited States
#4

Toucan

🏆 SW Recommended

Embedded Analytics your users will love!

★★★★★ 5.0 (2 Reviews)
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Overview

Toucan is a data storytelling and analytics platform built to help organizations turn complex data into clear, engaging, and actionable insights. Rather than focusing only on dashboards, Toucan emphasizes data narratives that make information easier to understand and act on for b...

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Free Trial14 Days Starting PriceContact Vendor HeadquartersUnited States
#5

IBM Cognos Analytics

🏆 SW Recommended

Get answers faster with AI

★★★★★ 5.0 (1 Reviews)
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Overview

IBM Cognos Analytics is a comprehensive business intelligence platform that offers a range of data analytics capabilities. It facilitates data integration from multiple sources, ensuring a broad and unified data analysis experience. The tool features advanced data visualization o...

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Free Trial30 Days Starting Price$9.01 Per user HeadquartersUnited States
#6

ClicData

unified Cloud Data Management & analytics Platform

★★★★★ 5.0 (1 Reviews)
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Overview

ClicData is a cloud-based business intelligence and data analytics platform designed to help organizations centralize, analyze, and visualize their data with ease. It connects seamlessly to a wide range of data sources—spreadsheets, databases, cloud services, and APIs—automating...

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Free Trial15 Days Starting Price$265 Per month HeadquartersFrance
#7

Cluvio

Modern Analytics for Your Team

★★★★★ 5.0 (1 Reviews)
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Overview

Cluvio is a modern cloud analytics platform that empowers data teams to turn raw datasets into meaningful, interactive dashboards and reports using SQL and R. Built for speed and clarity, it connects directly to your existing databases so teams can write queries, visualize key pe...

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Free Trial14 Days Starting Price$279 Per month HeadquartersGermany
#8

queryinside

Search Smarter. Analyze Faster. Act Instantly

★★★★☆ 4.9 (3 Reviews)
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Overview

queryinside, as Data Analysis Software, empowers users to search, analyze, and visualize large volumes of data effortlessly. With AI-driven insights, keyword and semantic search, and real-time analytics, it simplifies decision-making and uncovers valuable patterns within seconds....

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Free Trial30 Days Starting PriceContact Vendor HeadquartersBangladesh
#9

NVivo

🏆 SW Recommended

Leading Qualitative Data Analysis Software with AI Solution

★★★★☆ 4.8 (3 Reviews)
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Overview

NVivo is a powerful qualitative data analysis software designed to help researchers organize, analyze, and find insights in unstructured or qualitative data like interviews, open-ended survey responses, articles, social media, and web content. Its intuitive interface allows users...

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Free TrialNA Starting PriceContact Vendor HeadquartersUnited States
#10

KNIME Analytics Platform

🏆 SW Recommended

Analyze. Upskill. Scale. No coding required.

★★★★☆ 4.8 (2 Reviews)
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Overview

KNIME Analytics Platform is an open-source software for data-driven innovation, ideal for analytics and data science. It features a user-friendly, intuitive interface with a drag-and-drop style, making complex data analysis accessible to everyone. The platform supports a wide ran...

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Free TrialAvailable Starting Price$99 Per month HeadquartersSwitzerland
#11

Anaconda

🏆 SW Recommended

AI-Native Development You Can Trust

★★★★☆ 4.7 (5 Reviews)
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Overview

Anaconda is a powerful machine learning software designed to facilitate data science and machine learning projects across various industries. It provides a comprehensive suite of tools and libraries for data analysis, visualization, and model building, enabling data scientists to...

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Free TrialNA Starting Price$15 Per month HeadquartersUnited States
#12

Procore

🏆 SW Recommended

All-in-one construction management software built to help you finish quality projects.

★★★★☆ 4.6 (34 Reviews)
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Overview

Procore is a construction management software that helps teams collaborate and manage projects efficiently. It simplifies tasks like document sharing, project scheduling, and budget tracking. With user-friendly interfaces, it allows seamless communication among team members, enha...

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Free TrialNA Starting PriceContact Vendor HeadquartersUnited States
#13

Tableau

🏆 SW Recommended

Best Business Intelligence and Analytics Software

★★★★☆ 4.5 (80 Reviews)
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Overview

Tableau is one of the leading data visualization and business intelligence platforms in the market. It can empower users to transform raw data into actionable insights. Renowned for its intuitive interface, Tableau facilitates the creation of interactive dashboards and reports. W...

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Free TrialAvailable Starting PriceContact Vendor HeadquartersUnited States
#14

ATLAS.ti

🏆 SW Recommended

The #1 Software for Qualitative Data Analysis

★★★★☆ 4.5 (2 Reviews)
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Overview

ATLAS.ti is an advanced qualitative data analysis software tailored for researchers handling complex data. It excels in organizing, analyzing, and interpreting textual, graphical, audio, and video data, making it a favorite in academic and market research. Its intuitive interface...

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Free TrialAvailable Starting PriceContact Vendor HeadquartersUnited States
#15

MonkeyLearn

🏆 SW Recommended

-

★★★★☆ 4.5 (2 Reviews)
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Overview

MonkeyLearn is an advanced natural language processing software designed to help organizations analyze and extract insights from text data. This platform offers a range of tools for text classification, sentiment analysis, and data visualization, ensuring effective text analytics...

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Free TrialAvailable Starting Price$299 Per feautre HeadquartersUnited States
#16

Machine Learning on AWS

Start building on AWS today

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Overview

Machine Learning on AWS is a powerful speech recognition software designed to help businesses harness the power of artificial intelligence (AI) for transcribing and understanding spoken language. This platform leverages AWS’s machine learning capabilities to process audio and con...

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Free TrialAvailable Starting PriceContact Vendor HeadquartersUnited States
#17

Oracle Analytics Cloud

A comprehensive analytics solution

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Overview

Oracle Analytics Cloud is a comprehensive data analytics and business intelligence solution packed with features to meet the needs of modern organizations. It offers powerful data profiling capabilities, allowing users to connect to various data sources, perform data modeling, an...

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Free TrialAvailable Starting PriceContact Vendor HeadquartersUnited States
#18

Wondershare Repairit

AI-powered data repair for videos, photos, audio, and files in minutes.

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Overview

Before executing data analysis, ensure your source files are completely intact. Wondershare Repairit rescues corrupted, unopenable, or garbled data storage files, including complex Excel spreadsheets, formulas, and large PDF reports. It restores missing file structures to safegua...

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Free TrialAvailable Starting Price$39.9 Per month HeadquartersUnited States
#19

Looker Studio

🏆 SW Recommended

Unlock the power of your data with interactive dashboards and beautiful reports.

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Overview

Looker Studio is a top-notch data exploration and analytics platform. It redefines the landscape of business intelligence. This robust tool empowers users to delve into their data and transform complex datasets into actionable insights. With an intuitive interface, Looker Studio...

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Free TrialNA Starting Price$9 Per month HeadquartersUnited States
#20

Elastic Stack

Elastic — The Search AI Company

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Overview

Elastic Stack is a comprehensive log management software designed to help businesses collect, analyze, and visualize log data from various sources in real time. The platform enables users to centralize logs from servers, applications, and network devices, providing full visibilit...

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Free TrialAvailable Starting Price$16 Per feautre HeadquartersUnited States
#21

Elastic Security

Elastic — The Search AI Company

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Overview

Elastic Security is a data analysis software designed to provide businesses with advanced security analytics and threat detection capabilities. The platform uses machine learning and artificial intelligence to analyze large datasets and identify potential security threats in real...

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Free TrialNA Starting PriceContact Vendor HeadquartersUnited States
#22

Splunk Enterprise

🏆 SW Recommended

Search, analyze and visualize your data quickly.

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Overview

Splunk Enterprise is a powerful software tool designed for deep data analysis and operational intelligence. Its primary strength lies in processing and analyzing large volumes of machine-generated data, making it ideal for IT operations, security, and business analytics. With Spl...

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Free TrialNA Starting PriceContact Vendor HeadquartersUnited States
#23

ManageEngine Analytics Plus

Self-service IT analytics software solution

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Overview

ManageEngine Analytics Plus is a user-friendly business intelligence tool that enables efficient data analysis. It offers a range of features like customizable reporting and interactive dashboards, simplifying data visualization. With support for various data sources, it caters t...

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Free Trial15 Days Starting Price$199 Per month HeadquartersUnited States
#24

MicroStrategy

🏆 SW Recommended

AI Apps for Business Intelligence

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Overview

MicroStrategy is a software company specializing in business intelligence solutions. Their primary offering, MicroStrategy 2023, is designed to assist organizations in analyzing and visualizing data effectively. It encompasses various tools, including data integration, reporting,...

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Free Trial30 Days Starting PriceContact Vendor HeadquartersUnited States
#25

Emissions Calculator

Significant trends shaping the global outlook for organizations

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Emissions Calculator is a compliance software designed to help businesses track and reduce their carbon emissions to meet environmental regulations. The software enables users to calculate their carbon footprint by inputting data related to energy consumption, transportation, was...

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Free TrialNA Starting Price€10000 Per year HeadquartersUnited Kingdom
Daily Discovery

Explore Today’s Featured Data Analysis Software for Mac

Three additional products from this category, refreshed for ongoing discovery.

Featured Today

AnswerDock

No approved reviews yet

AnswerDock is an AI-driven analytics platform for the enterprise. It provides answers to business users' questions and allows them to make better and faster decisions, without the need for data analysts. Using AnswerDock, business users create their own reports and dashboards by typing their questions, just like using a web search engine.

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Featured Today

DataReportive

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DataReportive is a reporting service powered from your databases. Send email reports, embed analytics in your apps, or use our white-label service to share reports and insights with your customers. Build great looking HTML Email reports that you can use to send to your customers at regular intervals or when certain conditions are met.

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Featured Today

Praxi.ai

No approved reviews yet

Praxi.ai transforms risky dark and grey data across complex data landscapes into strategic advantage. The patented Praxi platform helps businesses manage and curate vast amounts of data, extracting real-time, business-critical information while ensuring compliance with internal and external regulatory and privacy rules. By making it easy to organize, classify, and securely share data leveraging o...

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